Best AI Infrastructure & GPU Platforms

Running your own models means renting compute. These rent GPUs by the second, host endpoints that scale to zero between requests, and remove the cluster you would otherwise have to operate yourself.

  1. 1
    ModalFreemium

    Define GPU jobs as Python functions and let them scale to zero — the nicest developer experience here.

    Serverless GPUs for AI inference and training.

  2. 2
    Runpod

    The cheap end of GPU rental, for training runs and batch jobs where price beats polish.

    Affordable GPU cloud — serverless or persistent.

  3. 3
    Banana

    Serverless ML model hosting on cheap GPUs.

  4. 4

    Managed Ray from the team that built it, for distributed training and inference at scale.

    Ray-based AI compute platform from the team behind Ray.